RAPIDS

Decorative image of a datacenter with an overlay of a network model.
Sep 04, 2024

Accelerated, Production-Ready Graph Analytics for NetworkX Users

NetworkX is a popular, easy-to-use Python library for graph analytics. However, its performance and scalability may be unsatisfactory for medium-to-large-sized...
11 MIN READ
Image of a person taking a hands-on lab at GTC
Sep 04, 2024

Hands-On Training at NVIDIA AI Summit in Washington, DC

Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.
1 MIN READ
Aug 30, 2024

Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI

The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,...
12 MIN READ
Aug 29, 2024

Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt

Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation...
3 MIN READ
Aug 29, 2024

Just Released: RAPIDS 24.08

RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.
1 MIN READ
Aug 21, 2024

Build Efficient Recommender Systems with Co-Visitation Matrices and RAPIDS cuDF

Recommender systems play a crucial role in personalizing user experiences across various platforms. These systems are designed to predict and suggest items that...
12 MIN READ
Aug 15, 2024

Bringing Confidentiality to Vector Search with Cyborg and RAPIDS cuVS

In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...
7 MIN READ
Aug 09, 2024

RAPIDS cuDF Unified Memory Accelerates pandas up to 30x on Large Datasets

NVIDIA has released RAPIDS cuDF unified memory and text data processing features that help data scientists continue to use pandas when working with larger and...
6 MIN READ
Live cell image showing cell segmentations.
Jul 24, 2024

Cell Imaging Feature Extraction and Morphology Clustering for Spatial Omics

VISTA-2D is a new foundational model from NVIDIA that can quickly and accurately perform cell segmentation, a fundamental task in cell imaging and spatial omics...
8 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 2, Performance Tuning

In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...
14 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive

In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
Jul 17, 2024

Encoding and Compression Guide for Parquet String Data Using RAPIDS

Parquet writers provide encoding and compression options that are turned off by default. Enabling these options may provide better lossless compression for your...
10 MIN READ
Jul 15, 2024

Unlock Gene Networks Using Limited Data with AI Model Geneformer

Geneformer is a recently introduced and powerful AI model that learns gene network dynamics and interactions using transfer learning from vast single-cell...
6 MIN READ
A man working at a laptop.
Jul 03, 2024

Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10

At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...
6 MIN READ
May 14, 2024

RAPIDS on Databricks: A Guide to GPU-Accelerated Data Processing

In today's data-driven landscape, maximizing performance and efficiency in data processing and analytics is critical. While many Databricks users are familiar...
10 MIN READ
May 14, 2024

RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab

At Google I/O'24, Laurence Moroney, head of AI Advocacy at Google, announced that RAPIDS cuDF is now integrated into Google Colab. Developers can now instantly...
3 MIN READ